Promptify vs LLMs-from-scratch
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| Promptify | LLMs-from-scratch | |
|---|---|---|
| Tagline | Task-based NLP engine for structured outputs from LLMs | Implement a ChatGPT-like LLM in PyTorch from scratch |
| Stars | 4.6k | 99k |
| Forks | 362 | 15k |
| Open issues | 60 | 4 |
| Language | Python | Jupyter Notebook |
| License | Apache-2.0 | Other |
| Last pushed | Mar 27, 2026 | Jun 2, 2026 |
| Categories | Developer Tools, Model Training | Model Training, LLM Frameworks |
Promptify
Promptify is a Python library designed to facilitate task-oriented natural language processing using large language models (LLMs). It provides features like prompt engineering, versioning and built-in evaluation. The tool supports multiple prompts and different models including GPT.
Python
LLMs-from-scratch
Repository containing code and instructions for developing, pretraining, and finetuning a GPT-like large language model (LLM) using PyTorch.
Jupyter Notebook